AIMC Topic: Vietnam

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Predicting the risk of osteoporosis in older Vietnamese women using machine learning approaches.

Scientific reports Nov 23, 2022
Osteoporosis contributes significantly to health and economic burdens worldwide. However, the development of osteoporosis-related prediction tools has been limited for lower-middle-income countries, especially Vietnam. This study aims to develop pred...
Machine Learning Osteoporosis Female Humans Middle Aged Asian People Vietnam Risk Factors Aged
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Application of deep learning models to detect coastlines and shorelines.

Journal of environmental management Aug 3, 2022
Identifying and monitoring coastlines and shorelines play an important role in coastal erosion assessment around the world. The application of deep learning models was used in this study to detect coastlines and shorelines in Vietnam using high-resol...
Vietnam Deep Learning
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Deep learning models for forecasting dengue fever based on climate data in Vietnam.

PLoS neglected tropical diseases Jun 13, 2022
BACKGROUND: Dengue fever (DF) represents a significant health burden in Vietnam, which is forecast to worsen under climate change. The development of an early-warning system for DF has been selected as a prioritised health adaptation measure to clima...
Deep Learning Incidence Vietnam Dengue Humans Forecasting
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Developing random forest hybridization models for estimating the axial bearing capacity of pile.

PloS one Mar 21, 2022
Accurate determination of the axial load capacity of the pile is of utmost importance when designing the pile foundation. However, the methods of determining the axial load capacity of the pile in the field are often costly and time-consuming. Theref...
Vietnam Engineering Hybridization, Genetic Machine Learning Algorithms
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Digital Health Policy and Programs for Hospital Care in Vietnam: Scoping Review.

Journal of medical Internet research Feb 9, 2022
BACKGROUND: There are a host of emergent technologies with the potential to improve hospital care in low- and middle-income countries such as Vietnam. Wearable monitors and artificial intelligence-based decision support systems could be integrated wi...
Artificial Intelligence Hospitals Decision Support Systems, Clinical Humans Health Policy Vietnam
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Development and Validation of Clinical Diagnostic Model for Girls with Central Precocious Puberty: Machine-learning Approaches.

PloS one Jan 21, 2022
BACKGROUND: A brief gonadotropin-releasing hormone analogues (GnRHa) stimulation test which solely focused on LH 30-minute post-stimulation was considered to identify girls with central precocious puberty (CPP). However, it was tested using tradition...
Models, Biological Puberty, Precocious Gonadotropin-Releasing Hormone Child Taiwan Vietnam Humans Female Diagnosis, Computer-Assisted Machine Learning
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Design deep neural network architecture using a genetic algorithm for estimation of pile bearing capacity.

PloS one Dec 17, 2020
Determination of pile bearing capacity is essential in pile foundation design. This study focused on the use of evolutionary algorithms to optimize Deep Learning Neural Network (DLNN) algorithm to predict the bearing capacity of driven pile. For this...
Databases, Factual Deep Learning Humans Vietnam Neural Networks, Computer Selection, Genetic
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Mangrove forest classification and aboveground biomass estimation using an atom search algorithm and adaptive neuro-fuzzy inference system.

PloS one May 21, 2020
BACKGROUND: Advances in earth observation and machine learning techniques have created new options for forest monitoring, primarily because of the various possibilities that they provide for classifying forest cover and estimating aboveground biomass...
Wetlands Vietnam Biomass Support Vector Machine Models, Biological
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Groundwater Potential Mapping Combining Artificial Neural Network and Real AdaBoost Ensemble Technique: The DakNong Province Case-study, Vietnam.

International journal of environmental research and public health Apr 4, 2020
The main aim of this study is to assess groundwater potential of the DakNong province, Vietnam, using an advanced ensemble machine learning model (RABANN) that integrates Artificial Neural Networks (ANN) with RealAdaBoost (RAB) ensemble technique. F...
Machine Learning ROC Curve Neural Networks, Computer Water Resources Groundwater Vietnam
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Evidence of Water Quality Degradation in Lower Mekong Basin Revealed by Self-Organizing Map.

PloS one Jan 5, 2016
To reach a better understanding of the spatial variability of water quality in the Lower Mekong Basin (LMB), the Self-Organizing Map (SOM) was used to classify 117 monitoring sites and hotspots of pollution within the basin identified according to wa...
Water Quality Water Pollutants, Chemical Rivers Laos Seasons Oxygen Humans Vietnam Thailand Nitrates Geography Water Pollution Neural Networks, Computer Agriculture Hydrogen-Ion Concentration Water Movements Phosphorus Wetlands Cambodia Ammonia
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